{
 "cells": [
  {
   "cell_type": "code",
   "id": "initial_id",
   "metadata": {
    "collapsed": true,
    "ExecuteTime": {
     "end_time": "2025-08-12T08:37:01.000437Z",
     "start_time": "2025-08-12T08:37:00.995922Z"
    }
   },
   "source": "import matplotlib.pyplot as plt",
   "outputs": [],
   "execution_count": 5
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-08-12T08:45:01.058795Z",
     "start_time": "2025-08-12T08:45:01.054303Z"
    }
   },
   "cell_type": "code",
   "source": [
    "from matplotlib import rcParams  # 设置中文字体\n",
    "\n",
    "rcParams['font.family'] = 'simhei'"
   ],
   "id": "f81830c2f3455620",
   "outputs": [],
   "execution_count": 18
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-08-12T09:01:00.611486Z",
     "start_time": "2025-08-12T09:01:00.396788Z"
    }
   },
   "cell_type": "code",
   "source": [
    "month = ['1月', '2月', '3月', '4月']\n",
    "sales = [100, 150, 80, 130]\n",
    "\n",
    "plt.figure(figsize=(10, 5))\n",
    "plt.title(\"2025年销售趋势\", color='red', fontsize=20)\n",
    "plt.xlabel('月份', fontsize=15)\n",
    "plt.ylabel('销售额（万）', fontsize=15)\n",
    "\n",
    "# 绘制折线图\n",
    "plt.plot(month, sales, label='笔记本')\n",
    "plt.legend(loc='upper left')\n",
    "\n",
    "# 添加网格线\n",
    "plt.grid(True, color='blue', linestyle='--', alpha=0.5)\n",
    "\n"
   ],
   "id": "6dcd6b5af276b617",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1000x500 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 39
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-08-12T08:35:05.732544Z",
     "start_time": "2025-08-12T08:35:05.729129Z"
    }
   },
   "cell_type": "code",
   "source": "plt.show()",
   "id": "ce625a2357d7c565",
   "outputs": [],
   "execution_count": 4
  },
  {
   "metadata": {},
   "cell_type": "code",
   "outputs": [],
   "execution_count": null,
   "source": "",
   "id": "5041b6aaad5b8ae2"
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
